Data · dataset · 2026
Question-and-Answer Knowledge Base of Chinese Forestry Law Based on Large Language Models
Listed in ScienceDB
This dataset provides a structured question-and-answer (Q&A) knowledge base for Chinese forestry law, constructed using an LLM-based Intelligent Question Answering Method for Forestry Law (LLM-IQAM-FL).
Description
It contains five JSON-formatted components: (1) a regulation knowledge base of 656 legal provisions extracted from the LawRefBook of the People's Republic of China, spanning 19 forestry-related laws; (2) a case knowledge base of 1,146 civil cases from the Chinese Civil Case Retrieval Dataset (C3RD), each record consisting of a query, a query case, and a candidate case list; (3) a Chain-of-Thought (CoT) forestry-law Q&A dataset of 1,564 question-answer pairs generated by DeepSeek-Reasoner; (4) a CoT legal-consultation dataset of 916 question-answer pairs; and (5) a legal-provision dataset of 62,733 provision-content pairs.
The dataset is designed for Chinese forestry-law question answering via retrieval-augmented generation (RAG) and model fine-tuning.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.013qf ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Linguistics 69%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.013qf | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4704 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |